Hello! I want to use it on my local machine with gradio
I tried a lot of options, but I can't understand, how to easy use it via API as easy as it is on web version. Can someone give me an example please?
Here is my try
from gradio_client import Client
client = Client("http://127.0.0.1:7860/")
result = client.predict(
"whisper", # str in 'Whisper backend' Radio component
"base.en", # str in 'Whisper model' Radio component
"whisperX", # str in 'Forced alignment model' Radio component
"330M", # str in 'VoiceCraft model' Radio component
fn_index=3
)
result = client.predict(
5, # int | float in 'seed' Number component
5, # int | float in 'left_margin' Number component
5, # int | float in 'right_margin' Number component
5, # int | float in 'codec_audio_sr' Number component
5, # int | float in 'codec_sr' Number component
5, # int | float in 'top_k' Number component
5, # int | float in 'top_p' Number component
5, # int | float in 'temperature' Number component
"-1", # str in 'stop_repetition' Radio component
5, # int | float in 'speech rate' Number component
"0", # str in 'kvcache' Radio component
"Howdy!", # str in 'silence tokens' Textbox component
"https://github.com/gradio-app/gradio/raw/main/test/test_files/audio_sample.wav", # str (filepath on your computer (or URL) of file) in 'Input Audio' Audio component
"Howdy!", # str in 'Text' Textbox component
True, # bool in 'Smart transcript' Checkbox component
0, # int | float (numeric value between 0 and 7.614) in 'Prompt end time' Slider component
0, # int | float (numeric value between 0 and 7.614) in 'Edit from time' Slider component
0, # int | float (numeric value between 0 and 7.614) in 'Edit to time' Slider component
"Newline", # str in 'Split text' Radio component
"Hey", # str (Option from: []) in 'Sentence' Dropdown component
fn_index=10
)
print(result)
Loaded as API: http://127.0.0.1:7860/ ✔️
Traceback (most recent call last):
File "/home/georgy/Project/VoiceCraft/temp.py", line 12, in <module>
result = client.predict(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio_client/client.py", line 292, in predict
return self.submit(*args, api_name=api_name, fn_index=fn_index).result()
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio_client/client.py", line 1131, in result
return super().result(timeout=timeout)
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/concurrent/futures/_base.py", line 446, in result
return self.__get_result()
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/concurrent/futures/_base.py", line 391, in __get_result
raise self._exception
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/concurrent/futures/thread.py", line 58, in run
result = self.fn(*self.args, **self.kwargs)
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio_client/client.py", line 798, in _inner
predictions = _predict(*data)
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio_client/client.py", line 829, in _predict
raise ValueError(result["error"])
ValueError: None
Traceback (most recent call last):
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio/queueing.py", line 407, in call_prediction
output = await route_utils.call_process_api(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio/route_utils.py", line 226, in call_process_api
output = await app.get_blocks().process_api(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio/blocks.py", line 1550, in process_api
result = await self.call_function(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio/blocks.py", line 1185, in call_function
prediction = await anyio.to_thread.run_sync(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/anyio/to_thread.py", line 56, in run_sync
return await get_async_backend().run_sync_in_worker_thread(
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/anyio/_backends/_asyncio.py", line 2177, in run_sync_in_worker_thread
return await future
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/anyio/_backends/_asyncio.py", line 859, in run
result = context.run(func, *args)
File "/home/georgy/anaconda3/envs/voicecraft/lib/python3.9/site-packages/gradio/utils.py", line 661, in wrapper
response = f(*args, **kwargs)
File "/home/georgy/Project/VoiceCraft/gradio_app.py", line 239, in run
selected_sentence_idx = int(selected_sentence[:colon_position])
ValueError: invalid literal for int() with base 10: 'He'
Hello! I want to use it on my local machine with gradio I tried a lot of options, but I can't understand, how to easy use it via API as easy as it is on web version. Can someone give me an example please? Here is my try